INTERNATIONAL JOURNAL OF NOVEL RESEARCH AND DEVELOPMENT International Peer Reviewed & Refereed Journals, Open Access Journal ISSN Approved Journal No: 2456-4184 | Impact factor: 8.76 | ESTD Year: 2016
Scholarly open access journals, Peer-reviewed, and Refereed Journals, Impact factor 8.76 (Calculate by google scholar and Semantic Scholar | AI-Powered Research Tool) , Multidisciplinary, Monthly, Indexing in all major database & Metadata, Citation Generator, Digital Object Identifier(DOI)
ABSTRACT: Human lives have been affected in numerous ways by the spread of covid 19. People
have been affected physically, psychologically and financially as well. People refuse to wear face
masks most of the time, and this allows the virus to spread from human to human via droplets and
airborne. The only way to stop this pandemic is by wearing face masks, keeping a safe distance, and
taking preventative steps. Wearing a mask in public places would be helpful for reducing this situation.
We proposed a face mask detection method using the YOLO V5 algorithm in our paper to ensure
everyone is wearing a face mask correctly. YOLO is an acronym for the phrase "You Only Look
Once". Real-time detection and recognition of various objects in a picture is performed with this
algorithm. A regression problem is used in YOLO to detect the objects and to estimate their
probabilities. With its fast and accurate object detection algorithm, it is the state-of-the-art in object
recognition. YOLO offers superb speed, enabling fast and accurate recognition. With its speed of more
than 11 frames per second, it can process an enormous amount of data fast.
Keywords:
YOLO (You Only Look Once), Face Mask Detection, Deep Learning
Cite Article:
"FACE MASK DETECTION USING YOLO V5", International Journal of Novel Research and Development (www.ijnrd.org), ISSN:2456-4184, Vol.7, Issue 5, page no.390-395, May-2022, Available :http://www.ijnrd.org/papers/IJNRD2205040.pdf
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ISSN:
2456-4184 | IMPACT FACTOR: 8.76 Calculated By Google Scholar| ESTD YEAR: 2016
An International Scholarly Open Access Journal, Peer-Reviewed, Refereed Journal Impact Factor 8.76 Calculate by Google Scholar and Semantic Scholar | AI-Powered Research Tool, Multidisciplinary, Monthly, Multilanguage Journal Indexing in All Major Database & Metadata, Citation Generator
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